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Inferring Which Medical Treatments Work from Reports of Clinical Trials

2 April 2019

Papers citing "Inferring Which Medical Treatments Work from Reports of Clinical Trials"

22 / 72 papers shown

Title
FiD-Ex: Improving Sequence-to-Sequence Models for Extractive Rationale Generation Kushal Lakhotia Bhargavi Paranjape Asish Ghoshal Wen-tau Yih Yashar Mehdad Srini Iyer 63 28 0 31 Dec 2020
Self-Explaining Structures Improve NLP Models Zijun Sun Chun Fan Qinghong Han Xiaofei Sun Yuxian Meng Leilei Gan Jiwei Li MILM XAI LRM FAtt 117 38 0 03 Dec 2020
An Investigation of Language Model Interpretability via Sentence Editing Samuel Stevens Yu-Chuan Su LRM 39 9 0 28 Nov 2020
Weakly- and Semi-supervised Evidence Extraction Danish Pruthi Bhuwan Dhingra Graham Neubig Zachary Chase Lipton 83 23 0 03 Nov 2020
Measuring Association Between Labels and Free-Text Rationales Sarah Wiegreffe Ana Marasović Noah A. Smith 339 182 0 24 Oct 2020
Unsupervised Data Augmentation with Naive Augmentation and without Unlabeled Data David Lowell Brian Howard Zachary Chase Lipton Byron C. Wallace 124 24 0 22 Oct 2020
Predicting Clinical Trial Results by Implicit Evidence Integration Qiao Jin Chuanqi Tan Mosha Chen Xiaozhong Liu Songfang Huang 66 10 0 12 Oct 2020
Evaluating and Characterizing Human Rationales Samuel Carton Anirudh Rathore Chenhao Tan 74 49 0 09 Oct 2020
Understanding Clinical Trial Reports: Extracting Medical Entities and Their Relations Benjamin E. Nye Jay DeYoung Eric P. Lehman A. Nenkova Iain J. Marshall Byron C. Wallace 85 22 0 07 Oct 2020
Why do you think that? Exploring Faithful Sentence-Level Rationales Without Supervision Max Glockner Ivan Habernal Iryna Gurevych LRM 95 26 0 07 Oct 2020
Generating (Factual?) Narrative Summaries of RCTs: Experiments with Neural Multi-Document Summarization Byron C. Wallace Sayantani Saha Frank Soboczenski Iain J. Marshall HILM 88 79 0 25 Aug 2020
Aligning Faithful Interpretations with their Social Attribution Alon Jacovi Yoav Goldberg 77 106 0 01 Jun 2020
Rationalizing Text Matching: Learning Sparse Alignments via Optimal Transport Kyle Swanson L. Yu Tao Lei OT 67 37 0 27 May 2020
Trialstreamer: Mapping and Browsing Medical Evidence in Real-Time Benjamin E. Nye A. Nenkova Iain J. Marshall Byron C. Wallace 46 25 0 21 May 2020
Semi-Automating Knowledge Base Construction for Cancer Genetics Somin Wadhwa K. Yin K. Hughes Byron C. Wallace 108 0 0 17 May 2020
Evidence Inference 2.0: More Data, Better Models Jay DeYoung Eric P. Lehman Benjamin E. Nye Iain J. Marshall Byron C. Wallace 113 69 0 08 May 2020
An Information Bottleneck Approach for Controlling Conciseness in Rationale Extraction Bhargavi Paranjape Mandar Joshi John Thickstun Hannaneh Hajishirzi Luke Zettlemoyer 70 101 0 01 May 2020
Learning to Faithfully Rationalize by Construction Sarthak Jain Sarah Wiegreffe Yuval Pinter Byron C. Wallace 87 165 0 30 Apr 2020
Fact or Fiction: Verifying Scientific Claims David Wadden Shanchuan Lin Kyle Lo Lucy Lu Wang Madeleine van Zuylen Arman Cohan Hannaneh Hajishirzi HAI 200 465 0 30 Apr 2020
Drug Repurposing for Cancer: An NLP Approach to Identify Low-Cost Therapies Shivashankar Subramanian Ioana Baldini S. Ravichandran Dmitriy A. Katz-Rogozhnikov Karthikeyan N. Ramamurthy P. Sattigeri Kush R. Varshney Annmarie Wang Pradeep Mangalath Laura B. Kleiman 31 4 0 18 Nov 2019
ERASER: A Benchmark to Evaluate Rationalized NLP Models Jay DeYoung Sarthak Jain Nazneen Rajani Eric P. Lehman Caiming Xiong R. Socher Byron C. Wallace 163 640 0 08 Nov 2019
Structured Attention Networks Yoon Kim Carl Denton Luong Hoang Alexander M. Rush 152 463 0 03 Feb 2017